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[API Compatibility] Add nn.Constant/Reflection/Replication/Circular Pad layers #76136

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Merged
merged 14 commits into from
Nov 5, 2025
Merged

[API Compatibility] Add nn.Constant/Reflection/Replication/Circular Pad layers #76136

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35e9769
Add nn.Constant/Reflection/Replication Pad layers
LittleHeroZZZX Oct 30, 2025
8a46ac2
Refine on comment: Rename 1d/2d/3d to 1D2D3D
LittleHeroZZZX Oct 30, 2025
c0d867a
Fix sample code
LittleHeroZZZX Oct 30, 2025
26952e3
Fix test error
LittleHeroZZZX Oct 31, 2025
374923d
Rerun CI
LittleHeroZZZX Oct 31, 2025
c84efc6
Refactor pad layers
LittleHeroZZZX Nov 3, 2025
fec752e
Fix zeropad test
LittleHeroZZZX Nov 3, 2025
de0e6f0
Fix unittest
LittleHeroZZZX Nov 3, 2025
416ae64
Add CircularPad1D/2D/3D
LittleHeroZZZX Nov 3, 2025
9fce2e5
Add CircularPad1D/2D/3D
LittleHeroZZZX Nov 3, 2025
82f5c52
Skip circular pad 3d test on xpu
LittleHeroZZZX Nov 3, 2025
4a72263
Skip circular pad ut on XPU
LittleHeroZZZX Nov 4, 2025
d33e910
correct return type of _npairs
LittleHeroZZZX Nov 4, 2025
e038768
correct return type of _npairs with concrete type
LittleHeroZZZX Nov 4, 2025
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43 changes: 40 additions & 3 deletions python/paddle/nn/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -60,6 +60,9 @@
from .layer.common import (
AlphaDropout,
Bilinear,
ConstantPad1D,
ConstantPad2D,
ConstantPad3D,
CosineSimilarity,
Dropout,
Dropout2D,
Expand All @@ -73,6 +76,12 @@
Pad1D,
Pad2D,
Pad3D,
ReflectionPad1D,
ReflectionPad2D,
ReflectionPad3D,
ReplicationPad1D,
ReplicationPad2D,
ReplicationPad3D,
Unflatten,
Unfold,
Upsample,
Expand All @@ -94,13 +103,10 @@
)
from .layer.conv import (
Conv1D,
Conv1d,
Conv1DTranspose,
Conv2D,
Conv2d,
Conv2DTranspose,
Conv3D,
Conv3d,
Conv3DTranspose,
)
from .layer.distance import PairwiseDistance
Expand Down Expand Up @@ -189,6 +195,19 @@
from .utils.spectral_norm_hook import spectral_norm # noqa: F401

SiLU = Silu
ReflectionPad1d = ReflectionPad1D
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@zhwesky2010 zhwesky2010 Oct 31, 2025

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你也可以conv2d=Conv2D那些也挪出来，统一放一个位置。

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@LittleHeroZZZX LittleHeroZZZX Nov 3, 2025

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Done

ReflectionPad2d = ReflectionPad2D
ReflectionPad3d = ReflectionPad3D
ConstantPad1d = ConstantPad1D
ConstantPad2d = ConstantPad2D
ConstantPad3d = ConstantPad3D
ReplicationPad1d = ReplicationPad1D
ReplicationPad2d = ReplicationPad2D
ReplicationPad3d = ReplicationPad3D
Conv1d = Conv1D
Conv2d = Conv2D
Conv3d = Conv3D


__all__ = [
'BatchNorm',
Expand All @@ -212,6 +231,24 @@
'Pad1D',
'Pad2D',
'Pad3D',
'ConstantPad1D',
'ConstantPad2D',
'ConstantPad3D',
'ReplicationPad1D',
'ReplicationPad2D',
'ReplicationPad3D',
'ReflectionPad1D',
'ReflectionPad2D',
'ReflectionPad3D',
'ConstantPad1d',
'ConstantPad2d',
'ConstantPad3d',
'ReplicationPad1d',
'ReplicationPad2d',
'ReplicationPad3d',
'ReflectionPad1d',
'ReflectionPad2d',
'ReflectionPad3d',
'CosineSimilarity',
'Dropout',
'Dropout2D',
Expand Down
9 changes: 9 additions & 0 deletions python/paddle/nn/layer/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,9 @@
from .common import ( # noqa: F401
AlphaDropout,
Bilinear,
ConstantPad1D,
ConstantPad2D,
ConstantPad3D,
CosineSimilarity,
Dropout,
Dropout2D,
Expand All @@ -43,6 +46,12 @@
Pad1D,
Pad2D,
Pad3D,
ReflectionPad1D,
ReflectionPad2D,
ReflectionPad3D,
ReplicationPad1D,
ReplicationPad2D,
ReplicationPad3D,
Unflatten,
Upsample,
UpsamplingBilinear2D,
Expand Down
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